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The Ethereal
DeepCough: A Deep Convolutional Neural Network in A Wearable Cough Detection System
September 08, 2015 ยท Declared Dead ยท ๐ Biomedical Circuits and Systems Conference
"No code URL or promise found in abstract"
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Authors
Justice Amoh, Kofi Odame
arXiv ID
1509.02512
Category
cs.NE: Neural & Evolutionary
Cross-listed
cs.LG
Citations
55
Venue
Biomedical Circuits and Systems Conference
Last Checked
3 months ago
Abstract
In this paper, we present a system that employs a wearable acoustic sensor and a deep convolutional neural network for detecting coughs. We evaluate the performance of our system on 14 healthy volunteers and compare it to that of other cough detection systems that have been reported in the literature. Experimental results show that our system achieves a classification sensitivity of 95.1% and a specificity of 99.5%.
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